Split (1)

train · 25k rows

age stringclasses 6 values	time_in_hospital int64 1 14	n_lab_procedures int64 1 113	n_procedures int64 0 6	n_medications int64 1 79	n_outpatient int64 0 33	n_inpatient int64 0 15	n_emergency int64 0 64	medical_specialty stringclasses 7 values	diag_1 stringclasses 8 values	diag_2 stringclasses 8 values	diag_3 stringclasses 8 values	glucose_test stringclasses 3 values	A1Ctest stringclasses 3 values	change stringclasses 2 values	diabetes_med stringclasses 2 values	readmitted stringclasses 2 values
[40-50)	3	38	1	13	0	0	0	Missing	Injury	Diabetes	Injury	no	no	no	yes	no
[40-50)	1	35	4	22	0	0	1	Family/GeneralPractice	Digestive	Other	Other	no	no	yes	yes	no
[70-80)	5	60	0	10	0	0	0	Cardiology	Circulatory	Other	Circulatory	no	no	no	yes	yes
[50-60)	6	52	1	19	0	0	2	Emergency/Trauma	Other	Diabetes	Digestive	no	no	yes	yes	no
[80-90)	7	52	1	23	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	no
[50-60)	9	60	3	35	0	0	0	Missing	Diabetes	Injury	Other	no	no	no	yes	yes
[80-90)	3	48	0	2	0	0	0	InternalMedicine	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	3	70	0	10	1	0	0	Missing	Other	Other	Other	no	no	no	yes	no
[50-60)	14	29	3	13	0	0	0	InternalMedicine	Other	Other	Diabetes	no	no	yes	yes	no
[60-70)	8	61	5	25	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	normal	yes	yes	no
[60-70)	3	1	4	23	0	0	0	Other	Musculoskeletal	Respiratory	Circulatory	no	no	yes	yes	no
[60-70)	3	43	3	13	0	0	0	Missing	Circulatory	Diabetes	Circulatory	no	no	no	yes	yes
[60-70)	2	50	1	7	0	0	0	Emergency/Trauma	Circulatory	Other	Circulatory	no	no	no	yes	no
[80-90)	6	46	0	21	0	0	0	Emergency/Trauma	Respiratory	Circulatory	Circulatory	no	no	yes	yes	yes
[60-70)	2	29	0	7	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	yes	yes	no
[60-70)	6	65	0	23	0	0	0	Missing	Circulatory	Other	Other	no	no	no	yes	no
[50-60)	5	61	0	11	0	0	0	Emergency/Trauma	Other	Other	Other	no	normal	yes	yes	no
[70-80)	2	52	6	5	0	0	0	Missing	Circulatory	Diabetes	Digestive	no	high	no	yes	yes
[60-70)	2	25	1	10	0	0	0	Family/GeneralPractice	Digestive	Other	Circulatory	no	high	no	yes	no
[80-90)	6	60	1	16	0	3	1	Missing	Other	Digestive	Other	no	no	no	yes	yes
[50-60)	4	37	0	11	0	0	0	Missing	Respiratory	Other	Diabetes	no	no	yes	yes	no
[60-70)	1	35	0	17	0	1	0	Emergency/Trauma	Injury	Circulatory	Circulatory	no	no	no	no	no
[80-90)	7	64	0	19	0	0	0	Missing	Other	Digestive	Diabetes	no	no	yes	yes	yes
[70-80)	6	44	0	27	0	0	1	InternalMedicine	Digestive	Diabetes	Respiratory	no	high	yes	yes	yes
[60-70)	4	75	3	15	9	0	0	Missing	Digestive	Other	Digestive	no	no	no	yes	no
[50-60)	3	27	1	23	0	2	0	Other	Musculoskeletal	Circulatory	Diabetes	no	no	no	yes	yes
[80-90)	3	50	0	11	0	0	0	Other	Other	Diabetes	Circulatory	no	no	yes	yes	yes
[40-50)	3	67	0	13	0	2	0	Emergency/Trauma	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[80-90)	2	38	0	10	0	1	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	yes
[80-90)	2	4	1	12	2	0	0	Surgery	Musculoskeletal	Other	Injury	no	no	no	yes	yes
[80-90)	8	65	3	9	0	0	0	Family/GeneralPractice	Other	Other	Other	no	no	no	no	no
[60-70)	2	1	1	12	0	0	0	Missing	Respiratory	Other	Other	no	no	yes	yes	no
[60-70)	2	52	0	24	0	6	2	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	yes
[70-80)	3	73	2	22	1	3	1	InternalMedicine	Circulatory	Circulatory	Circulatory	no	normal	no	no	yes
[70-80)	2	57	2	11	0	1	0	Other	Other	Other	Diabetes	no	no	yes	yes	no
[40-50)	5	50	3	14	0	1	0	InternalMedicine	Circulatory	Circulatory	Circulatory	no	no	no	yes	yes
[60-70)	4	24	0	26	0	2	1	Missing	Other	Respiratory	Respiratory	high	no	yes	yes	no
[50-60)	7	73	6	28	0	2	0	Missing	Circulatory	Circulatory	Circulatory	no	normal	yes	yes	yes
[60-70)	2	39	0	15	0	0	0	Missing	Respiratory	Diabetes	Other	no	no	yes	yes	no
[60-70)	1	17	3	20	0	0	0	Missing	Musculoskeletal	Musculoskeletal	Musculoskeletal	no	no	no	no	no
[40-50)	4	30	1	6	0	0	0	Missing	Other	Digestive	Digestive	no	no	no	no	no
[50-60)	6	50	1	15	0	3	0	Surgery	Injury	Other	Diabetes	no	high	yes	yes	yes
[60-70)	9	15	0	23	0	0	0	Other	Other	Other	Other	normal	no	no	no	no
[80-90)	2	2	1	15	0	0	0	Missing	Injury	Musculoskeletal	Diabetes	no	no	yes	yes	no
[40-50)	1	2	0	21	0	2	0	Missing	Circulatory	Respiratory	Diabetes	no	no	yes	yes	no
[70-80)	1	44	0	8	0	1	0	Family/GeneralPractice	Respiratory	Circulatory	Diabetes	no	no	no	no	yes
[70-80)	3	40	2	23	0	0	0	Missing	Other	Other	Other	no	high	no	yes	no
[80-90)	1	1	2	7	0	1	0	Family/GeneralPractice	Circulatory	Respiratory	Circulatory	no	no	no	no	yes
[60-70)	3	42	0	12	0	3	0	Missing	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	9	64	4	29	3	1	0	Other	Digestive	Circulatory	Injury	no	normal	yes	yes	yes
[60-70)	3	22	2	12	1	2	0	Missing	Circulatory	Circulatory	Respiratory	no	no	no	no	yes
[80-90)	4	80	4	15	0	0	0	InternalMedicine	Digestive	Digestive	Diabetes	no	no	no	no	yes
[60-70)	7	47	0	18	0	2	0	Missing	Other	Other	Circulatory	no	high	no	no	no
[70-80)	5	47	0	18	0	0	1	Missing	Circulatory	Circulatory	Respiratory	no	no	no	yes	yes
[80-90)	2	46	0	15	2	0	0	Missing	Other	Other	Other	no	no	no	yes	yes
[70-80)	7	47	0	18	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[60-70)	8	54	1	22	0	0	0	Missing	Digestive	Diabetes	Circulatory	no	high	yes	yes	no
[70-80)	4	47	6	41	0	0	0	Missing	Circulatory	Circulatory	Injury	no	no	yes	yes	no
[70-80)	1	5	3	13	0	1	1	Missing	Respiratory	Circulatory	Circulatory	no	no	no	yes	no
[70-80)	13	39	2	34	0	0	0	Surgery	Other	Other	Circulatory	no	no	yes	yes	no
[60-70)	8	32	5	20	0	0	0	Missing	Circulatory	Circulatory	Circulatory	no	no	no	no	no
[60-70)	1	18	2	34	0	0	0	Surgery	Musculoskeletal	Other	Respiratory	no	no	no	yes	yes
[60-70)	7	59	2	31	0	0	0	Surgery	Circulatory	Respiratory	Diabetes	no	no	no	yes	no
[70-80)	1	39	0	15	0	0	0	Missing	Circulatory	Other	Diabetes	no	no	no	yes	yes
[70-80)	7	50	1	15	0	0	0	Missing	Circulatory	Circulatory	Other	no	no	no	yes	no
[70-80)	1	19	6	14	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	3	62	0	12	1	2	0	InternalMedicine	Other	Other	Other	no	no	no	yes	yes
[90-100)	1	22	0	3	0	1	1	Surgery	Diabetes	Other	Digestive	no	normal	no	no	yes
[80-90)	4	28	3	15	3	0	1	Family/GeneralPractice	Diabetes	Circulatory	Circulatory	no	no	yes	yes	yes
[70-80)	1	6	0	18	0	2	0	Missing	Respiratory	Respiratory	Circulatory	no	no	no	yes	yes
[60-70)	3	77	0	31	0	0	2	InternalMedicine	Other	Circulatory	Diabetes	no	no	no	yes	yes
[60-70)	5	44	0	12	0	0	0	InternalMedicine	Circulatory	Other	Digestive	no	no	yes	yes	no
[60-70)	2	63	5	13	0	1	0	InternalMedicine	Other	Circulatory	Other	no	no	no	no	no
[70-80)	9	81	0	17	0	2	0	Surgery	Other	Circulatory	Circulatory	no	no	no	no	no
[70-80)	1	17	4	16	1	0	0	Cardiology	Circulatory	Circulatory	Circulatory	normal	no	yes	yes	no
[80-90)	3	82	0	19	0	0	0	Cardiology	Circulatory	Respiratory	Respiratory	no	no	no	no	no
[60-70)	4	2	1	16	0	1	0	Emergency/Trauma	Circulatory	Other	Respiratory	no	no	no	yes	yes
[80-90)	5	50	2	14	0	1	2	InternalMedicine	Other	Other	Other	no	no	yes	yes	no
[70-80)	9	30	1	18	0	1	0	Other	Other	Other	Other	no	no	yes	yes	yes
[80-90)	14	39	2	14	0	1	0	Other	Other	Musculoskeletal	Other	no	no	yes	yes	yes
[40-50)	1	50	0	9	0	0	0	InternalMedicine	Diabetes	Digestive	Missing	no	high	yes	yes	no
[70-80)	2	43	3	14	0	0	0	InternalMedicine	Digestive	Other	Circulatory	no	no	yes	yes	no
[70-80)	5	32	5	10	0	0	0	Cardiology	Circulatory	Circulatory	Diabetes	no	no	no	no	no
[80-90)	2	39	0	15	0	1	0	Family/GeneralPractice	Circulatory	Circulatory	Other	no	no	no	no	no
[60-70)	2	43	2	30	0	1	0	Other	Musculoskeletal	Musculoskeletal	Other	no	no	yes	yes	no
[70-80)	3	56	0	24	0	0	0	InternalMedicine	Other	Respiratory	Circulatory	no	no	yes	yes	yes
[50-60)	5	56	6	55	0	0	0	Surgery	Circulatory	Circulatory	Other	no	no	yes	yes	no
[70-80)	3	24	5	23	0	0	0	Missing	Other	Circulatory	Diabetes	no	no	yes	yes	no
[70-80)	10	47	0	16	0	0	0	Emergency/Trauma	Respiratory	Respiratory	Respiratory	no	no	no	no	no
[90-100)	6	51	0	19	0	1	1	Missing	Other	Other	Circulatory	no	no	no	yes	no
[50-60)	5	49	5	35	0	0	0	Missing	Circulatory	Circulatory	Diabetes	no	no	no	yes	no
[70-80)	4	69	1	7	0	0	0	InternalMedicine	Other	Other	Other	no	no	no	no	no
[90-100)	13	46	2	11	0	0	0	InternalMedicine	Diabetes	Other	Other	no	no	yes	yes	yes
[70-80)	4	51	0	17	4	2	2	Missing	Diabetes	Other	Other	no	high	yes	yes	yes
[70-80)	4	56	0	11	0	0	0	InternalMedicine	Other	Circulatory	Other	no	no	yes	yes	yes
[80-90)	1	6	0	12	0	0	0	Missing	Other	Circulatory	Circulatory	no	no	no	no	no
[60-70)	4	65	0	21	0	2	0	Missing	Circulatory	Circulatory	Other	no	no	yes	yes	no
[80-90)	4	71	0	11	0	0	0	Cardiology	Circulatory	Circulatory	Circulatory	no	no	no	yes	no
[80-90)	3	56	2	15	0	0	0	Emergency/Trauma	Injury	Diabetes	Circulatory	no	no	yes	yes	no
[50-60)	2	26	0	26	0	1	0	Missing	Other	Respiratory	Circulatory	normal	no	yes	yes	yes

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